{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true,
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "Created by william from lexueoude.com. 更多正版技术视频讲解，公众号 1.乐学偶得（lexueoude）2.乐学FinTech (LoveShareFinTech)\n",
    "\n",
    "升贴水是什么？\n",
    "升水（Premium）\n",
    "贴水（Discount）\n",
    "\n",
    "1.S_0 +(-) f = F\n",
    "2.{S_0 +(-) f}/S_0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.23388\n"
     ]
    }
   ],
   "source": [
    "spot_rate = input(\"Please enter the spot rate:\")\n",
    "# 市场上会提供一系列的bid-ask spread(pips)\n",
    "#  spot 1.234/1.345\n",
    "#  30-day -1.2/ -1.1(forward discount)\n",
    "#  60-day -10.2/ -10.1(forward discount)\n",
    "#  90-day -20.2/ -20.1(forward discount)\n",
    "forward_rate = input(\"Please enter the forward quotes:\")\n",
    "\n",
    "all_in_FR = float(spot_rate) + float(forward_rate)/10000\n",
    "\n",
    "print(all_in_FR)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "MTM（Mark to Market）市场价\n",
    "\n",
    "\n",
    "F_0 :0时刻签订了一份3个月到期的远期合约\n",
    "F_T ：T=3 ，三个月到期这一天的远期合约价格\n",
    "\n",
    "F_T = S_T\n",
    "\n",
    "\n",
    "思考模型：反向对冲合约\n",
    "\n",
    "\n",
    "$$ V_T = (FP_T-FP_0)(contract\\;size)$$\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "假设你是一家国际对冲基金经理，你在0时刻签订了一份合约：\n",
    "short CHF 200 m against USD 0.9832(USD/CHF),90天后交割\n",
    "60天的时候，我们BOSS需要对你现在持有的这份合约进行估值。\n",
    "\n",
    "60天当天市场的报价：\n",
    "USD/CHF\n",
    "spot 0.9817/0.9821\n",
    "30-day -7.6/-6.9\n",
    "60-day -16.3/-12.1\n",
    "90-day -25.4/21.2\n",
    "\n",
    "60天当天的利率市场报价：\n",
    "\n",
    "30-day  USD： 0.20%  CHF： 0.91%\n",
    "60-day  USD： 0.21%  CHF： 0.92%\n",
    "90-day  USD： 0.23%  CHF： 0.93%\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": "<IPython.core.display.Image object>"
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='3.汇率与远期汇率相关套利.png')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": "<IPython.core.display.Image object>"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='3.汇率与远期汇率相关套利2.png')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "另一种思考汇率问题的方式：注意我们的\"基准货币\"的写法\n",
    "看到市场上报价，很可能是以：CHF/USD\n",
    "\n",
    "但是在建模与计算中，我们可以将\"基准货币\"写在分母（与通常的外汇汇率报盘相反！这里要注意确定谁是基准货币）\n",
    "USD/CHF，这种方法的好处是不用考虑单位问题，直接进行计算（乘以或者除以汇率）后，直接消掉一个货币单位，最终剩下的货币单位就是你经过汇率转换后的单位。\n",
    "————乐学偶得William提示。\n",
    "\n",
    "$$ V_T = \\frac{(FP_t - FP)(contract\\;size)}{(1+ R(\\frac{days}{360}))}$$\n",
    "\n",
    "\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.3579403432761123\n"
     ]
    }
   ],
   "source": [
    "contract_size = float(input(\"请输入在0时刻签订的合约数目（million）：\"))\n",
    "init_forward_rate = float(input(\"请输入最初签订的远期合同汇率：\"))\n",
    "t_spot_rate = input(\"请输入在t时刻市场的即期汇率（spot）：\")\n",
    "t_forward_rate = input(\"请输入在t时刻市场的远期合同汇率（T-t）：\")\n",
    "t_all_in_FR = float(t_spot_rate) + float(t_forward_rate)/10000\n",
    "t_interest_rate = float(input(\"请输入在t时刻市场的远期利率（T-t）：\"))\n",
    "days_remained = float(input(\"请输入该远期合约存续天数\"))\n",
    "\n",
    "\n",
    "FC_Value = (contract_size * (init_forward_rate - t_all_in_FR))/(1+t_interest_rate*(days_remained/360))\n",
    "\n",
    "print(FC_Value)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": "<IPython.core.display.Image object>"
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='4.跨国套利理论与计算.png')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": "<IPython.core.display.Image object>"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='4.跨国套利理论与计算2.png')\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": "<IPython.core.display.Image object>"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='4.跨国套利理论与计算3.png')\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": "<IPython.core.display.Image object>"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='4.跨国套利理论与计算4.png')\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "假设美金的利率 8 %  ， 欧元的利率为 6 % ，目前的汇率是：\n",
    "$ 1.30 per euro (USD/Euro) ,假设你现在看到的一年的远期合约汇率价格为 $ 1.35 per euro (USD/Euro)，判断是否有套利机会？\n",
    "\n",
    "思路：先做判断，再做计算"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "可以套利，方法为：在美国借钱，在欧洲投资，最终赚取的是美金\n",
      "0.020769230769230873\n"
     ]
    }
   ],
   "source": [
    "def calculate_IRP(F,S,r_Euro,r_USD):\n",
    "    if (F/S)*(1+r_Euro) > (1 +r_USD):\n",
    "        V = (F/S)*(1+r_Euro) - (1 +r_USD)\n",
    "        print(\"可以套利，方法为：在美国借钱，在欧洲投资，最终赚取的是美金\")\n",
    "        print(V)\n",
    "    else:\n",
    "        V = (S/F)*(1+r_USD) - (1 +r_Euro)\n",
    "        print(\"可以套利，方法为：在欧洲借钱，在美国投资，最终赚取的是欧元\")\n",
    "        print(V)\n",
    "calculate_IRP(1.35,1.30,0.06,0.08)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}